10 Best SBOM Software in 2026

Best SBOM Software Reviews

1. 

   1

   Aikido Security

   Best for scanning imported embedded SBOMs

   • Free plan available
   • From $350/month

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   Customer Rating:4.3/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Aikido Security is a DevSecOps code security platform that combines dependency scanning, SBOM generation, container image scanning, license risk analysis, and vulnerability detection across source code, containers, and embedded systems.

   Who Is Aikido Security Best For?

   Aikido Security is a strong fit for DevSecOps teams that need to scan, monitor, and export SBOMs across source code, containers, and embedded systems from a single platform.

   Why I Picked Aikido Security

   I picked Aikido Security as one of the best because it's the only tool I've found that lets you upload self-generated embedded-system SBOMs directly via API, then immediately scans them for CVEs and license risks. That's a real advantage if you're working with Buildroot or Yocto builds, where your software inventory lives outside a standard repo. I also like that CycloneDX exports include optional VEX analysis, so you can flag exactly which vulnerabilities are exploitable and share that context with third parties.

   Aikido Security Key Features

   • Reachability analysis: Builds a call graph of modules, functions, and data flows to determine whether a vulnerable dependency is actually reachable from your application's entry points.
   • CI/CD security gates: Enforces configurable security policies on pull requests and releases, blocking changes that exceed a defined severity threshold across SCA, SAST, IaC, secrets, and license scans.
   • Multi-format SBOM export: Generates SBOMs in SPDX 2.3, CycloneDX 1.6, or CSV, with exports scopeable by repository, container image, team, or branch.
   • License risk identification: Flags dual licensing, restrictive terms, and other license risks across repositories and container images, with plain-language obligation descriptions and adjustable risk scoring.

   Aikido Security Integrations

   Aikido Security offers documented marketplace integrations with GitHub, GitLab Cloud, Azure Repos, Bitbucket Cloud, Jira, Linear, GitHub Actions, GitLab CI/CD, Docker Hub, and GitHub Container Registry. Its REST API and webhooks support custom SBOM uploads and integrations.

   Pros and Cons

   Pros:

   • Exports SPDX, CycloneDX, and CSV
   • Reachability analysis reduces irrelevant alerts
   • Scans imported embedded-system SBOMs

   Cons:

   • Historical container-image records are limited
   • Yocto SBOMs require manual merging
   Learn more about Aikido Security:

   • Check out Aikido Security on their website
   • Read my in-depth review of Aikido Security
2. 

   2

   Mend.io

   Best for integrating compliance into pipelines

   • Free demo available
   • Up to $1,000/dev/year (billed annually)

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   Customer Rating:4.7/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Mend AppSec is an application security platform that unifies SAST, SCA, and container scanning with automated SBOM generation in SPDX and CycloneDX formats, VEX data output, vulnerability prioritization, and license compliance.

   Who Is Mend.io Best For?

   Mend AppSec is a strong fit for DevSecOps teams and application security engineers who need SBOM generation and vulnerability compliance built directly into their CI/CD pipelines.

   Why I Picked Mend.io

   I picked Mend.io as one of the best because it builds SBOM compliance directly into the CI/CD pipeline rather than treating it as an afterthought. Every build automatically generates SPDX or CycloneDX SBOMs with VEX data attached, so downstream consumers can immediately see which vulnerabilities are actually exploitable. I also like that the same scan simultaneously feeds vulnerability prioritization using CVSS 4.0, EPSS, and reachability analysis, plus license compliance tracking through the Legal OS Inventory.

   Mend.io Key Features

   • SBOM generation at org, app, or project scope: Generate dependency SBOMs at organization, application, or project level, with options for per-project or aggregated output across multiple projects.
   • Third-party SBOM import: Import SBOMs from tools like cdxgen and Syft in CycloneDX or SPDX formats, with imported projects then monitored for new vulnerabilities.
   • Malicious-package detection: Scans open-source dependencies for threats including typosquatting, dependency confusion, data exfiltration, and backdoors.
   • Legal OS Inventory: Tracks component licenses with risk scoring, violation alerts, and the ability to assign or override licenses at the organization level.

   Mend.io Integrations

   Mend.io integrates with GitHub, GitLab, Azure DevOps, Bitbucket, Jenkins, CircleCI, Docker, Amazon ECR, Azure Container Registry, and JFrog Artifactory. It also offers REST APIs for custom integrations and supports CI/CD workflows.

   Pros and Cons

   Pros:

   • Tracks licenses alongside vulnerability triage
   • Reachability helps prioritize exploitable dependency findings
   • Builds emit SPDX/CycloneDX SBOMs with VEX

   Cons:

   • False positives can add manual vulnerability triage
   • Imports omit source VEX and vulnerability data
   Learn more about Mend.io:

   • Check out Mend.io on their website
3. 

   3

   Snyk

   Best for developer-centric vulnerability detection

   • Free plan + free demo available
   • From $25/contributing developer/month

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   Customer Rating:4.6/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Snyk is a developer security platform that scans open source dependencies, containers, and infrastructure-as-code for vulnerabilities while generating and exporting SBOMs directly within developer workflows.

   Who Is Snyk Best For?

   Snyk is a natural fit for development teams that want security and SBOM generation built into their existing coding and CI/CD workflows.

   Why I Picked Snyk

   I've included Snyk in my top picks because it's the only tool on this list that surfaces vulnerability findings directly inside the IDE and pull request review, so developers catch open source risks before code ever merges. I particularly like that the Snyk CLI can both generate SBOMs in CycloneDX and SPDX formats and run snyk sbom test against an existing SBOM file to check it for known vulnerabilities. 

   On top of that, Snyk's Risk Score goes beyond raw CVSS severity by factoring in reachability, exploit maturity, and EPSS scores, which keeps my team focused on what actually matters.

   Snyk Key Features

   • License compliance scanning: Identifies the license type for every open source package in your project and flags licenses that conflict with your usage policies.
   • Dependency graph: Visualizes your full dependency tree, including transitive dependencies, so you can trace exactly where a vulnerable package enters your codebase.
   • Automated fix pull requests: Generates pull requests with version upgrades to remediate vulnerable dependencies directly in your repository.
   • Container image scanning: Scans Docker and OCI images for vulnerable OS packages and application dependencies layer by layer.

   Snyk Integrations

   Integrations include GitHub, GitLab, Bitbucket, Azure Repos, Jenkins, CircleCI, GitHub Actions, Azure Pipelines, Jira, and Slack.

   Pros and Cons

   Pros:

   • One-click fix creates PRs for vulnerabilities
   • Exports SBOMs in CycloneDX and SPDX formats
   • Supports 16 programming languages natively

   Cons:

   • CLI provides less SBOM detail than UI
   • False positives trigger unnecessary vulnerability alerts
   Learn more about Snyk:

   • Check out Snyk on their website
   • Read my in-depth review of Snyk
4. 

   4

   Black Duck Software Composition Analysis

   Best for open source risk visibility

   • Free demo available
   • Pricing upon request

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   Black Duck SCA is a software composition analysis tool that detects open source components across source code, binaries, containers, and code snippets, while managing vulnerability, license compliance, and supply chain risks across the SDLC.

   Who Is Black Duck Software Composition Analysis Best For?

   Black Duck SCA is a strong fit for enterprise security and legal teams managing large codebases with heavy open source usage across multiple languages and environments.

   Why I Picked Black Duck Software Composition Analysis

   Black Duck SCA earns its spot on my shortlist because of the depth of its open source risk visibility, which goes further than any other SCA tool I've evaluated. 

   What sets it apart is the Black Duck Security Advisories (BDSAs), where the Cybersecurity Research Center's analysts validate and augment CVE data, so my team isn't waiting weeks for NVD to catch up on newly disclosed vulnerabilities. 

   I also rely on its snippet scanning to catch partial open source code that carries license obligations but never shows up in a package manifest.

   Black Duck Software Composition Analysis Key Features

   • SBOM generation and export: Generate SBOMs in SPDX and CycloneDX formats directly from scan results for compliance reporting and audits.
   • Binary scanning: Detect open source components in compiled binaries and containers where source code isn't available.
   • Policy management: Define and enforce open source usage policies across teams, flagging violations automatically during builds.
   • Upgrade guidance: Surface fix recommendations and suggested version upgrades for vulnerable components directly within scan results.

   Black Duck Software Composition Analysis Integrations

   Integrations include GitHub, GitLab, Bitbucket, Jenkins, Azure DevOps, GitHub Actions, Jira Software, Slack, Microsoft Teams, and JFrog Artifactory.

   Pros and Cons

   Pros:

   • Policy management enforces open source rules
   • Accurate detection of transitive dependencies
   • Scans binary files without source code access

   Cons:

   • Scans run slowly on large codebases
   • Initial setup is complex and involved
   Learn more about Black Duck Software Composition Analysis:

   • Check out Black Duck Software Composition Analysis on their website
5. 

   5

   Scribe Security Trust Hub

   Best for multi-point software artifact attestation

   • Free demo available
   • Pricing upon request

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   Customer Rating:1/5This rating combines scores from multiple user review sites to reflect overall customer sentiment about the product.

   

   Scribe Security Trust Hub is a SaaS platform for software supply chain security that generates, manages, and shares SBOMs alongside cryptographically signed attestations, VEX advisories, and SDLC compliance evidence across software producers and consumers.

   Who Is Scribe Security Trust Hub Best For?

   Scribe Security Trust Hub suits software development teams that need to prove code integrity and meet supply chain security compliance requirements for their customers or regulators.

   Why I Picked Scribe Security Trust Hub

   I picked Scribe Security Trust Hub because it's one of the few SBOM platforms that generate cryptographic attestations at every stage of the pipeline, not just at the point of release. What sets it apart is how it captures evidence across source control, CI/CD, and deployment, then aggregates those attestations at the artifact, product, and release levels. 

   I also like its policy-as-code guardrails, which can block releases that lack required SBOMs or signature verification before they ever reach production.

   Scribe Security Trust Hub Key Features

   • Centralized SBOM management: Create, store, and share SBOMs alongside associated vulnerabilities, license data, and exploitability scores in one place.
   • VEX advisory authoring: Generate and publish Vulnerability Exploitability Exchange (VEX) advisories so consumers know which vulnerabilities in your SBOM are actually exploitable.
   • Automated SBOM sharing workflows: Share SBOMs, compliance evidence, and attestations with customers or auditors through controlled, automated distribution workflows.
   • SLSA-aligned build metadata tracking: Capture build environment records, including user identity, timestamps, and process metadata, in an audit-ready format to support SLSA and NIST SSDF compliance.

   Scribe Security Trust Hub Integrations

   Scribe Security Trust Hub integrates with Microsoft Entra ID, Bitbucket, CircleCI, GitHub, GitLab, Jenkins, and Travis CI. It's also available on the AWS Marketplace, and an API is available for custom integrations.

   Pros and Cons

   Pros:

   • Enforces SLSA and SSDF compliance automatically
   • Built-in SBOM sharing with external stakeholders
   • Attests artifacts across every pipeline stage

   Cons:

   • English-only interface limits global teams
   • Very few third-party user reviews available
   Learn more about Scribe Security Trust Hub:

   • Check out Scribe Security Trust Hub on their website
6. 

   6

   Cybeats

   Best for continuous vulnerability monitoring

   • Free demo available
   • Pricing upon request

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   Cybeats is an SBOM lifecycle management platform that covers SBOM generation, storage, vulnerability lifecycle management, license risk assessment, and vendor SBOM ingestion across both SBOM Studio and SBOM Consumer products.

   Who Is Cybeats Best For?

   Cybeats is a strong fit for security engineers and procurement teams at product-manufacturing companies that need to both manage their own SBOMs and evaluate software risk from third-party vendors.

   Why I Picked Cybeats

   I picked Cybeats as one of the best because its SBOM Consumer product is built specifically for the vendor side of continuous vulnerability monitoring, which is rare. When a new CVE drops, real-time alerting fires against ingested vendor SBOMs automatically, so my team isn't manually re-checking component lists. 

   I also like the contextualized threat intelligence layer, which helps prioritize which vulnerabilities actually matter before my team spends time on remediation.

   Cybeats Key Features

   • SBOM inventory and management: Store, organize, and enrich SBOMs across your entire software portfolio in a centralized repository.
   • Vulnerability lifecycle management with VEX and VDP: Track vulnerabilities from identification through remediation using VEX statements and vulnerability disclosure policies.
   • Licensing risk assessment: Analyze open source license obligations across all software components to flag compliance issues before they escalate.
   • SBOM sharing and exchange: Securely distribute SBOMs to customers or request them from technology providers directly through the platform.

   Cybeats Integrations

   Cybeats connects SBOM data with existing asset management systems, such as CMDBs or software inventory tools. It integrates with Veracode for SBOM management and offers a GitHub Action to automate SBOM imports into SBOM Studio. 

   A partnership with Keysight Technologies also brings binary analysis capabilities into the platform. An API is available for custom integrations.

   Pros and Cons

   Pros:

   • Separate products for producers and consumers
   • Built-in VEX workflow for vulnerability response
   • Supports both CycloneDX and SPDX formats

   Cons:

   • No publicly listed pricing for budgeting
   • Limited third-party native integrations available
   Learn more about Cybeats:

   • Check out Cybeats on their website
7. 

   7

   Sonatype SBOM Manager

   Best for automated component risk identification

   • Free demo available
   • From $1,200/year

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   Sonatype SBOM Manager is an SBOM compliance platform that automates SBOM ingestion, license management, VEX annotation, and component vulnerability monitoring across first- and third-party software.

   Who Is Sonatype SBOM Manager Best For?

   Sonatype SBOM Manager is a strong fit for security and compliance teams at software-producing enterprises managing large, complex software supply chains.

   Why I Picked Sonatype SBOM Manager

   Sonatype SBOM Manager earns its spot on my shortlist because of how it automates component risk identification at scale across both first- and third-party software. I particularly like its VEX annotation workflow, which lets my team track the status and justification of each disclosed vulnerability directly within the SBOM. 

   Its component intelligence also validates vulnerabilities against Sonatype's own data, so I'm not chasing false positives across a sprawling component inventory.

   Sonatype SBOM Manager Key Features

   • CycloneDX and SPDX format support: Import and manage SBOMs across both major standard formats, with centralized storage for original and augmented versions.
   • AI and Hugging Face model scanning: Inspect AI components and models across first- and third-party SBOMs to surface potential risks before they enter production.
   • License obligation workflow: Generates a checklist of actionable tasks for each component and license to resolve open source compliance issues.
   • CI/CD pipeline integration: Connects directly into existing pipelines via API to automate SBOM workflows and enforce compliance at every development stage.

   Sonatype SBOM Manager Integrations

   Integrations include Sonatype Lifecycle, Nexus Repository, Jenkins, GitHub, GitLab, Bitbucket, Jira, CircleCI, Bamboo, and Docker.

   Pros and Cons

   Pros:

   • Built-in AI and Hugging Face scanning
   • Supports both CycloneDX and SPDX formats
   • Continuous vulnerability monitoring across ingested SBOMs

   Cons:

   • Policy customization requires a Sonatype Lifecycle license
   • No publicly available pricing for budgeting
   Learn more about Sonatype SBOM Manager:

   • Check out Sonatype SBOM Manager on their website
8. 

   8

   Lineaje

   Best for supply chain integrity verification

   • Free demo available
   • Pricing upon request

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   Lineaje is a full-lifecycle software supply chain security platform that covers SBOM generation, contextualized risk assessment, self-healing builds, third-party vendor risk management, and regulatory compliance across your entire software portfolio.

   Who Is Lineaje Best For?

   Lineaje is a strong fit for security and DevSecOps teams at software-producing organizations that need end-to-end visibility into their open source and third-party component risks.

   Why I Picked Lineaje

   Lineaje earns its spot as one of the best on my shortlist because its supply chain integrity capabilities go well beyond SBOM generation. What I find compelling is geo-provenance tracking, which flags components based on their country of origin and highlights tamper risks before they reach a build. 

   I also like the self-healing build feature in SBOM360, which auto-fixes vulnerable dependencies in source code and containers rather than just reporting them.

   Lineaje Key Features

   • SCA360 contextual risk assessment: Scan code and containers within your security boundary, then unify and prioritize vulnerability findings by reachability, severity, exploitability, and maintainability.
   • SBOM360 Hub SBOM management: Create, ingest, publish, update, and privately share SBOMs and VEX statements with customers, with search across 170 attributes.
   • Third-party risk manager: Ingest and auto-validate vendor SBOMs against industry regulations, track risk across software versions, and identify zero-days in supplier software.
   • Gold Open Source catalogue: Access a curated library of vulnerability-free, fully-attested open source packages and container images before they enter your build pipeline.

   Lineaje Integrations

   Lineaje has a documented partnership with Opsera that combines supply chain intelligence with CI/CD pipeline orchestration, enabling automated vulnerability remediation and secure image delivery. SCA360 is designed to integrate with existing scanning tools to unify findings across source code and containers. 

   Pros and Cons

   Pros:

   • Strong federal and regulatory compliance support
   • Auto-generates fix plans for vulnerabilities
   • Deep provenance and tamper detection capabilities

   Cons:

   • Multi-product portfolio can feel overwhelming initially
   • Limited third-party reviews and community feedback
   Learn more about Lineaje:

   • Check out Lineaje on their website
9. 

   9

   Endor Labs

   Best for dependency lifecycle management

   • Free plan + free demo available
   • Pricing upon request

   Visit Website

   

   Endor Labs is an application security platform built around software composition analysis (SCA), SBOM generation and management, dependency lifecycle tracking, malicious package detection, and secrets detection across source code, containers, and CI/CD pipelines.

   Who Is Endor Labs Best For?

   Endor Labs suits AppSec and DevSecOps teams that need SBOM compliance reporting alongside continuous dependency monitoring in a single platform.

   Why I Picked Endor Labs

   I picked Endor Labs as one of the best because its approach to dependency lifecycle management goes well beyond basic SBOM generation. The SBOM Hub centralizes first- and third-party SBOMs in one place, supports both CycloneDX and SPDX formats, and plugs into CI pipelines to auto-generate an updated SBOM every time a new version ships. 

   What I find most useful is the continuous risk monitoring: once a dependency is tracked in the Hub, Endor Labs automatically updates its risk profile as new CVEs and security advisories are published, without requiring you to recreate the SBOM from scratch.

   Endor Labs Key Features

   • Malicious package detection: Scans open source packages for typosquatting, dependency confusion, and obfuscated exfiltration scripts before they're imported into your codebase.
   • Package Firewall: Blocks vulnerable and malicious packages before they reach developer machines or CI pipelines, enforcing allow/deny policies at the point of ingestion.
   • VEX generation: Produces Vulnerability Exploitability eXchange (VEX) documents alongside SBOMs to declare which vulnerabilities are not exploitable in your specific application context.
   • Upgrade impact analysis: Maps the blast radius of a dependency upgrade across your codebase before you apply it, so you can assess breaking changes before committing to a fix.

   Endor Labs Integrations

   Integrations include GitHub, GitLab, Jenkins, Jira, Slack, Bitbucket, Buildkite, CircleCI, Microsoft Defender for Cloud, and Vanta.

   Pros and Cons

   Pros:

   • Centralized hub for first and third-party SBOMs
   • Automated SBOM updates with new advisories
   • Reachability analysis filters out unexploitable CVEs

   Cons:

   • Limited language support compared to some competitors
   • Initial onboarding requires significant configuration effort
   Learn more about Endor Labs:

   • Check out Endor Labs on their website
10. 

    10

    Finite State

    Best for verifying supplier component claims

    • Free demo available
    • Pricing upon request

    Visit Website

    

    At its core, Finite State is a product security and SBOM platform built around firmware and binary analysis, covering software composition analysis, vulnerability detection, VEX document generation, and compliance reporting.

    Who Is Finite State Best For?

    Finite State is a strong fit for product security engineers and supply chain risk managers at hardware manufacturers who need to validate the accuracy of third-party supplier SBOMs against what's actually running in firmware.

    Why I Picked Finite State

    I've included Finite State in my top picks because it's the only SBOM tool I've used that lets my team actually verify what a supplier says is in their firmware against what binary analysis finds. It's binary SCA scans firmware images directly, so I don't have to trust supplier-provided SBOMs at face value. 

    When there's a mismatch, I can pull component-level evidence to back it up, which is something most source-code-only tools simply can't do.

    Finite State Key Features

    • VEX document generation: Create Vulnerability Exploitability eXchange documents to communicate the exploitability status of CVEs tied to specific products.
    • Multi-format SBOM export: Generate and export SBOMs in both CycloneDX and SPDX formats to meet different regulatory and customer requirements.
    • Compliance reporting: Run automated compliance checks against frameworks like FDA cybersecurity guidance and IEC 62443 directly within the platform.
    • CVE prioritization: Automatically score and rank vulnerabilities by severity and exploitability to help your team triage findings across large component inventories.

    Finite State Integrations

    Finite State offers native CI/CD integrations with Jenkins, GitHub Actions, and GitLab CI, along with CLI tools and a REST API for custom integrations. The platform also supports importing third-party scan results from tools like GitLab SAST, DAST, and Container Scan, which lets you consolidate findings from your existing security tooling into one place.

    Pros and Cons

    Pros:

    • Strong regulatory compliance mapping for devices
    • Automatic SBOM-to-firmware discrepancy detection
    • Binary-level firmware scanning without source code

    Cons:

    • Scan processing times can be slow
    • Limited applicability outside embedded firmware use cases
    Learn more about Finite State:

    • Check out Finite State on their website